Performance and Efficiency Comparison of U-Net and Ghost U-Net in Road Crack Segmentation with Floating Point and Quantization Optimization by Haidhi Angkawijana Tedja, Onno W. Purbo

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Enhancing Route Optimization in Road Transport Systems Through Machine Learning: A Case Study of the Dakhla-Paris Corridor by Najib El Karkouri, Lahcen Hassine, Younes Ledmaoui, Hasna Chaibi, Rachid Saadane, Nourddine Enneya, Mohamed El Aroussi

Subjects: “…road transportation systems…”
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Analysis of Waste in Traffic Services on The Surabaya-Gesik Toll Road for Optimization with Lean Service Method at PT Margabumi Matraraya by Tiara Nuriyah Sani, Rr. Rochmoeljati

“…However, in the toll road traffic service process, inefficiencies are still found, such as long customer waiting times, miscommunication, repeated reporting, inefficient routes, less than optimal workforce performance, and excessive service. …”
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Context-aware and boundary-optimized model for road marking instance segmentation using MLS point cloud intensity images by Dehui Li, Tao Liu, Ping Du, Tianen Ma, Shuangtong Liu

Subjects: “…Road markings…”
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Optimal Disturbance Rejection with Zero Steady-State Error for Nonlinear Vehicle Suspension Systems under Persistent Road Disturbances by Xiao-Fang Zhong, Shi-Yuan Han, Xi-Xin Yang, Yuan-Lin Guan, Jin Zhou

“…Then by solving a series of decoupled nonlinear two-point-boundary-value problem and employing an iterative computing algorithm, an approximation optimal road disturbance rejection controller is obtained. …”
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Optimization and field application of an eco-friendly molasses-based dust suppressant for open-pit coal mine haul roads by Yu Zhang, Junlong Yan, Wei Zhou, Weiqing Zhang, Xiang Lu, Peiyuan Li, Fanghui Yang, Zhifan Wang

“…Abstract To overcome the limitations of conventional water-based dust suppression in arid, high-temperature open-pit coal mine haul roads, this study developed an innovative molasses-based dust suppressant with enhanced water retention and consolidation capabilities. …”
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Distributional robustness based on Wasserstein-metric approach for humanitarian logistics problem under road disruptions by Yingying Gao, Xianghai Ding, Wuyang Yu

Subjects: “…Distributionally robust optimization…”
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DEVELOPMENT OF «ROAD MAP» OF INCREASE OF EFFICIENCY OF FINANCING NIR OF HIGHER EDUCATION INSTITUTIONS by Alexander E. Vorobev

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Learning Rate Tuner with Relative Adaptation (LRT-RA): Road to Sustainable Computing by Saptarshi Biswas, Sumagna Dey, Subhrapratim Nath

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Optimized driver fatigue detection method using multimodal neural networks by Shengli Cao, Peihua Feng, Wei Kang, Zeyi Chen, Bo Wang

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A new method to improve 5G coverage of urban grid roads by Yejiang ZHANG, Jie CHEN, Jian HU, Xiaokang YANG, Yun LU, Teng LIANG

Subjects: “…grid road…”
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Optimization of factors for estimation of operational speed in horizontal curves by Victor Renan Castillo-Ñañez, Carlos Aníbal Clalero-Valenzuela, Carlos Andrés Gaviria- Mendoza

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Retracted: Nano-SiO2 and PVA Fiber Synergistically Strengthened Concrete to Optimize the Antifreeze, Antipermeability, and Anticorrosion Performance of Roads by Advances in Materials Science and Engineering

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Integrated Optimization of Emergency Evacuation Routing for Dam Failure-Induced Flooding: A Coupled Flood–Road Network Modeling Approach by Gaoxiang An, Zhuo Wang, Meixian Qu, Shaohua Hu

“…This model optimized evacuation route planning by combining the dynamic evolution of flood hazards with real-time road network data. …”
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Development of Pavement Condition Index and Roughness Index Relationship for Optimal Pavement Maintenance Strategies: A Case Study of Johnstone Road. by Bogere, David

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Conjecture Interaction Optimization Model for Intelligent Transportation Systems in Smart Cities Using Reciprocated Multi-Instance Learning for Road Traffic Management by Abdullah Faiz Al Asmari, Ahmed Almutairi, Fayez Alanazi, Tariq Alqubaysi, Ammar Armghan

“…The influencing factors, such as road and traffic conditions, demand a prior conjecture to improve transportation, navigation comfort, and efficiency. …”
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Intelligent recognition method for urban road grid patterns by fusing mesh and road features by Zhekun Huang, Haizhong Qian, Zhongxiang Cai, Andong Wang, Junwei Wang, Feng Xiong

“…Then, the research focus is refined to the road segment level, where the preliminary results are optimized by extracting the geometric and directional features of the road segments. …”
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Strategic Traffic Management in Mixed Traffic Road Networks: A Methodological Approach Integrating Game Theory, Bilevel Optimization, and C-ITS by Areti Kotsi, Ioannis Politis, Evangelos Mitsakis

“…The coexistence of these distinct player classes in mixed-traffic environments complicates the task of achieving optimal traffic flow and network performance. This paper presents a comprehensive framework for optimizing mixed-traffic road networks through a multiclass traffic assignment model. …”
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iYOLOV7-TPE-SS: Leveraging Improved YOLO Model With Multilevel Hyperparameter Optimization for Road Damage Detection on Edge Devices by Haniah Mahmudah, Aulia Siti Aisjah, Syamsul Arifin, Catur Arif Prastyantyo

Subjects: “…multilevel hyperparameter optimization…”
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The use of computer simulation to improve road safety at the intersection of Volgogradskaya and Korolenko Streets in Kazan, Republic of Tatarstan by Ramil R. Zagidullin, Ivan A. Bannikov

“…Therefore, the fight against road accidents is an important task around the world. …”
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